Sparse recovery under nonnegativity and sum-to-one constraints

DOI10.1016/j.ins.2024.121059zbMATH Open1545.94034MaRDI QIDQ6576943

H. C. So, XiaoPeng Li, Chi-Sing Leung

Publication date: 23 July 2024

Published in: Information Sciences (Search for Journal in Brave)

zbMATH Keywords

sparse recoveryhyperspectral unmixingnon-negativesparse index trackingsum-to-one

Mathematics Subject Classification ID

Factor analysis and principal components; correspondence analysis (62H25) Ridge regression; shrinkage estimators (Lasso) (62J07) Numerical mathematical programming methods (65K05) Signal theory (characterization, reconstruction, filtering, etc.) (94A12) Paired and multiple comparisons; multiple testing (62J15)

Cites Work

• Unnamed Item
• Unnamed Item
• The Adaptive Lasso and Its Oracle Properties
• Kernel search: an application to the index tracking problem
• Regression modeling strategies. With applications to linear models, logistic regression, and survival analysis
• MM algorithms for generalized Bradley-Terry models.
• Robust image compressive sensing based on half-quadratic function and weighted Schatten-\(p\) norm
• A theoretical result of sparse signal recovery via alternating projection method
• Robust principal component analysis?
• On Augmented Lagrangian Methods with General Lower-Level Constraints
• Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information
• Projected gradient methods for linearly constrained problems
• High-Resolution Radar via Compressed Sensing
• Majorization-Minimization Algorithms in Signal Processing, Communications, and Machine Learning
• Sparse Portfolios for High-Dimensional Financial Index Tracking
• Learning Proximal Operator Methods for Nonconvex Sparse Recovery with Theoretical Guarantee
• Non-Negative Orthogonal Greedy Algorithms
• A Signal Processing Perspective of Financial Engineering
• Projected Gradient Methods for Nonnegative Matrix Factorization
• Compressed sensing
• Rocs: robust one-bit compressed sensing with application to direction of arrival

This page was built for publication: Sparse recovery under nonnegativity and sum-to-one constraints